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This monthly article series shows a dashboard with aggregate subsector metrics in industrials. It is also a review of sector ETFs like the Industrial Select Sector SPDR ETF (XLI) and the Vanguard Industrials ETF (NYSEARCA:VIS), whose largest holdings are used to calculate these metrics.
Shortcut
The next two paragraphs in italic describe the dashboard methodology. They are necessary for new readers to understand the metrics. If you are used to this series or if you are short of time, you can skip them and go to the charts.
Base Metrics
I calculate the median value of five fundamental ratios for each subsector: Earnings Yield (“EY”), Sales Yield (“SY”), Free Cash Flow Yield (“FY”), Return on Equity (“ROE”), Gross Margin (“GM”). The reference universe includes large companies in the U.S. stock market. The five base metrics are calculated on trailing 12 months. For all of them, higher is better. EY, SY and FY are medians of the inverse of Price/Earnings, Price/Sales and Price/Free Cash Flow. They are better for statistical studies than price-to-something ratios, which are unusable or non available when the “something” is close to zero or negative (for example, companies with negative earnings). I also look at two momentum metrics for each group: the median monthly return (RetM) and the median annual return (RetY).
I prefer medians to averages because a median splits a set in a good half and a bad half. A capital-weighted average is skewed by extreme values and the largest companies. My metrics are designed for stock-picking rather than index investing.
Value and Quality Scores
I calculate historical baselines for all metrics. They are noted respectively EYh, SYh, FYh, ROEh, GMh, and they are calculated as the averages on a look-back period of 11 years. For example, the value of EYh for transportation in the table below is the 11-year average of the median Earnings Yield in transportation companies. The Value Score (“VS”) is defined as the average difference in % between the three valuation ratios (EY, SY, FY) and their baselines (EYh, SYh, FYh). The same way, the Quality Score (“QS”) is the average difference between the two quality ratios (ROE, GM) and their baselines (ROEh, GMh).
The scores are in percentage points. VS may be interpreted as the percentage of undervaluation or overvaluation relative to the baseline (positive is good, negative is bad). This interpretation must be taken with caution: the baseline is an arbitrary reference, not a supposed fair value. The formula assumes that the three valuation metrics are of equal importance.
Current data
The next table shows the metrics and scores as of last week’s closing. Columns stand for all the data named and defined above.
VS |
QS |
EY |
SY |
FY |
ROE |
GM |
EYh |
SYh |
FYh |
ROEh |
GMh |
RetM |
RetY |
|
Aerospace+Defense |
-30.58 |
-14.89 |
0.0469 |
0.5263 |
0.0214 |
16.63 |
19.64 |
0.0547 |
0.7845 |
0.0386 |
20.44 |
22.11 |
8.00% |
14.66% |
Building+Equipment |
-47.00 |
23.98 |
0.0283 |
0.3117 |
0.0125 |
12.41 |
31.19 |
0.0424 |
0.8276 |
0.0229 |
9.68 |
26.06 |
11.11% |
-12.09% |
Machinery+Conglomerates |
-33.21 |
5.31 |
0.0368 |
0.3778 |
0.0175 |
21.48 |
37.48 |
0.0495 |
0.5488 |
0.0306 |
19.32 |
37.68 |
16.33% |
-7.55% |
Services+Distribution |
-27.62 |
21.55 |
0.0359 |
0.2967 |
0.0190 |
34.41 |
46.52 |
0.0403 |
0.4693 |
0.0293 |
23.17 |
49.20 |
9.96% |
-5.98% |
Transportation |
28.69 |
9.26 |
0.0516 |
0.9836 |
0.0316 |
31.36 |
22.56 |
0.0543 |
0.7108 |
0.0207 |
23.44 |
26.62 |
8.57% |
-13.30% |
Value and Quality chart
The next chart plots the Value and Quality Scores by subsector (higher is better).
Evolution since last month
The value score has significantly deteriorated in transportation.
Momentum
The next chart plots momentum data.
Interpretation
Transportation is the only undervalued industry in the sector (by about 23% relative to 11-year averages). Its quality score is also above the historical baseline. Other subsectors are overvalued by 27% to 47% regarding the same metrics. Building and construction equipment is the most overpriced one. Its quality score is good, but not high enough to justify such overvaluation. Overvaluation may be partly justified by a good quality score in services and distribution. Aerospace/defense has both value and quality scores below the baseline.
Focus on VIS
The Vanguard Industrials ETF has been tracking the MSCI US IMI Industrials 25/50 Index since 09/23/2004. It has a total expense ratio of 0.10%, the same as XLI, and a bit more expensive than FIDU (0.08%).
As of writing, the fund has 362 holdings. The next table lists the top 10 names with some fundamental ratios. Their aggregate weight is 30.9%.
Ticker |
Name |
Last |
EPS growth %TTM |
P/E TTM |
P/E fwd |
Yield% |
RTX |
Raytheon Technologies Corp. |
3.89% |
36.51 |
31.51 |
19.86 |
2.33 |
HON |
Honeywell International, Inc. |
3.83% |
0.56 |
27.38 |
24.50 |
1.93 |
UNP |
Union Pacific Corp. |
3.41% |
19.97 |
18.93 |
18.41 |
2.45 |
UPS |
United Parcel Service, Inc. |
3.40% |
71.99 |
13.87 |
13.71 |
3.43 |
LMT |
Lockheed Martin Corp. |
3.21% |
0.47 |
21.41 |
20.46 |
2.57 |
CAT |
Caterpillar, Inc. |
3.18% |
47.08 |
16.89 |
16.80 |
2.07 |
DE |
Deere & Co. |
3.17% |
15.95 |
20.31 |
17.78 |
1.11 |
GE |
General Electric Co. |
2.36% |
-183.99 |
N/A |
33.20 |
0.38 |
NOC |
Northrop Grumman Corp. |
2.23% |
23.21 |
14.41 |
20.44 |
1.37 |
BA |
The Boeing Co. |
2.21% |
3.44 |
N/A |
N/A |
0 |
The heaviest industry in the fund is aerospace/defense (18.2%). VIS has much more holdings than XLI (362 large to small caps vs. 75 large and mid caps). However, their performance and behavior since September 2004 are almost identical.
In summary, VIS is a good product with cheap management fees for investors seeking capital-weighted exposure in industrials. No holding weighs more than 4% of asset value, so risks related to individual stocks are moderate. VIS or XLI are equivalents for buy-and-hold investors. However, XLI has a much higher liquidity, making it a better choice for trading and tactical allocation. Investors looking for a more balanced portfolio may prefer the Invesco S&P 500 Equal Weight Industrials ETF (RGI), whose largest holding weighs less than 2%.
Dashboard List
I use the first table to calculate value and quality scores. It may also be used in a stock-picking process to check how companies stand among their peers. For example, the EY column tells us that a transportation company with an Earnings Yield above 0.0516 (or price/earnings below 19.38) is in the better half of the subsector regarding this metric. A Dashboard List is sent every month to Quantitative Risk & Value subscribers with the most profitable companies standing in the better half among their peers regarding the three valuation metrics at the same time. The list below was sent to subscribers several weeks ago based on data available at this time.
BCO |
The Brink’s Co. |
RHI |
Robert Half International, Inc. |
VNT |
Vontier Corp. |
MATX |
Matson, Inc. |
TWI |
Titan International, Inc. |
BCC |
Boise Cascade Co. |
CARR |
Carrier Global Corp. |
BLDR |
Builders FirstSource, Inc. |
LECO |
Lincoln Electric Holdings, Inc. |
WIRE |
Encore Wire Corp. (Delaware) |
It is a rotating list with a statistical bias toward excess returns on the long-term, not the result of an analysis of each stock.
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